Distribution across 37 profiles.
Middle half of Actuarys score between 28% and 36%.
0%
50%
100%
p10 · 24%
40% · p90
Task breakdown by work type
On-screen work57%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen23%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action14%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person6%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Actuary, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Monitoring industry trends, regulatory changes, and emerging risks (e.g., climate change, cyber threats) to adjust models and strategies accordingly.
deep expertisesocial element
29%AD
18%
Analyzing complex datasets to determine pricing for insurance policies, ensuring profitability while remaining competitive in the market.
deep expertisesocial element
27%DD
24%
Developing and maintaining statistical models to predict future insurance claims and financial risks, using historical data and specialized software like Emblem or Radar.
17%DD
57%
Preparing reports and presentations for executives or clients, explaining risk assessments, financial projections, and recommendations in clear, non-technical language.
deep expertisesocial core
11%DA
4%
Collaborating with underwriters to assess the risk of potential clients and determine appropriate coverage and premiums based on actuarial models.
deep expertisesocial core
9%AD
6%
Providing expert testimony or consulting in legal cases involving insurance disputes, regulatory inquiries, or financial audits.
deep expertisesocial core
1%AA
1%
Reviewing and updating insurance contract terms and conditions to ensure compliance with regulations and alignment with company risk appetite.
deep expertisesocial element
1%DD
27%
Validating and testing the accuracy of actuarial models through back-testing and stress scenarios to ensure reliability under different conditions.
1%DD
62%
TaskTimeTypeExposure
Preparing reports and presentations for executives or clients, explaining risk assessments, financial projections, and recommendations in clear, non-technical language.
deep expertisesocial core
20%DA
7%
Collaborating with underwriters to assess the risk of potential clients and determine appropriate coverage and premiums based on actuarial models.
deep expertisesocial core
17%AD
12%
Reviewing and updating insurance contract terms and conditions to ensure compliance with regulations and alignment with company risk appetite.
deep expertisesocial element
17%DD
30%
Validating and testing the accuracy of actuarial models through back-testing and stress scenarios to ensure reliability under different conditions.
16%DD
65%
Developing and maintaining statistical models to predict future insurance claims and financial risks, using historical data and specialized software like Emblem or Radar.
16%DD
60%
Monitoring industry trends, regulatory changes, and emerging risks (e.g., climate change, cyber threats) to adjust models and strategies accordingly.
deep expertisesocial element
8%AD
13%
Analyzing complex datasets to determine pricing for insurance policies, ensuring profitability while remaining competitive in the market.
1%DD
52%
Providing expert testimony or consulting in legal cases involving insurance disputes, regulatory inquiries, or financial audits.
deep expertisesocial core
1%AA
3%
TaskTimeTypeExposure
Analyzing complex datasets to determine pricing for insurance policies, ensuring profitability while remaining competitive in the market.
deep expertisesocial element
24%DD
39%
Developing and maintaining statistical models to predict future insurance claims and financial risks, using historical data and specialized software like Emblem or Radar.
15%DD
66%
Validating and testing the accuracy of actuarial models through back-testing and stress scenarios to ensure reliability under different conditions.
14%DD
64%
Preparing reports and presentations for executives or clients, explaining risk assessments, financial projections, and recommendations in clear, non-technical language.
deep expertisesocial core
12%DA
6%
Collaborating with underwriters to assess the risk of potential clients and determine appropriate coverage and premiums based on actuarial models.
deep expertisesocial core
10%AD
14%
Providing expert testimony or consulting in legal cases involving insurance disputes, regulatory inquiries, or financial audits.
deep expertisesocial core
9%AA
3%
Monitoring industry trends, regulatory changes, and emerging risks (e.g., climate change, cyber threats) to adjust models and strategies accordingly.
deep expertisesocial element
8%AD
16%
Reviewing and updating insurance contract terms and conditions to ensure compliance with regulations and alignment with company risk appetite.
6%DD
46%
Save & share
AI tools for this role
Tools relevant to the most automatable tasks in this profession.
